import intake
import ciofs_hindcast_report as chr
import hvplot.pandas  # noqa
import ocean_model_skill_assessor as omsa
import pandas as pd
import cmocean.cm as cmo

NOAA PMEL: Towed CTD on ferry at nominal 4m depth#

  • CTD Towed 2004-2008 Ferry in-line - NOAA PMEL

  • ctd_towed_ferry_noaa_pmel

  • Continuous 2004 to 2008, 5min sampling frequency

An oceanographic monitoring system aboard the Alaska Marine Highway System ferry Tustumena operated for four years in the Alaska Coastal Current (ACC) with funding from the Exxon Valdez Oil Spill Trustee Council’s Gulf Ecosystem Monitoring Program, the North Pacific Research Board and the National Oceanic and Atmospheric Administration. An electronic public display aboard the ferry educated passengers about the local oceanography and mapped the ferry’s progress. Sampling water at 4 m, the underway system measured: (1) temperature and salinity (used in the present report), and (2) nitrate, (3) chlorophyll fluorescence, (4) colored dissolved organic matter fluorescence, and (5) optical beam transmittance (not used in report).

NORTH PACIFIC RESEARCH BOARD PROJECT FINAL REPORT Alaskan Ferry Oceanographic Monitoring in the Gulf of Alaska NPRB Project 707 Final Report Edward D. Cokelet and Calvin W. Mordy. https://www.nodc.noaa.gov/archive/arc0031/0070122/1.1/data/0-data/Final_Report_NPRB_0707.pdf

Exxon Valdez Oil Spill Gulf Ecosystem Monitoring and Research Project Final Report Biophysical Observations Aboard Alaska Marine Highway System Ferries Gulf Ecosystem Monitoring and Research Project 040699 Final Report Edward D. Cokelet, Calvin W. Mordy, Antonio J. Jenkins, W. Scott Pegau https://www.nodc.noaa.gov/archive/arc0031/0070122/1.1/data/0-data/Final_Report_GEM_040699.pdf

Archive: https://www.ncei.noaa.gov/metadata/geoportal/rest/metadata/item/gov.noaa.nodc%3A0070122/html

pic

The ferry regularly traveled outside of the domain of interest and those times are not included. Data was resampled from 30s to 5min sampling frequency.

Dataset metadata:

Dataset

featuretype

maxLatitude

maxLongitude

maxTime

minLatitude

minLongitude

minTime

0

2004-09

trajectory

60.1185

-148.5

2004-09-30 21:54:00

57.7855

-152.863

2004-09-15 07:12:00

1

2004-10

trajectory

60.1178

-148.501

2004-10-12 17:59:00

56.5761

-156.499

2004-10-01 00:18:30

2

2004-11

trajectory

60.118

-148.503

2004-11-23 06:59:30

57.7867

-152.862

2004-11-08 04:57:00

3

2004-12

trajectory

60.1183

-148.502

2004-12-30 22:56:00

57.789

-152.395

2004-12-01 05:25:00

4

2005-01

trajectory

60.1185

-148.5

2005-01-31 23:59:30

57.7834

-152.863

2005-01-01 08:38:00

5

2005-02

trajectory

60.1184

-148.501

2005-02-28 23:59:00

57.7836

-152.862

2005-02-01 00:00:00

6

2005-03

trajectory

60.118

-148.501

2005-03-08 23:11:00

57.7868

-152.862

2005-03-01 00:00:00

7

2005-04

trajectory

60.1183

-148.501

2005-04-28 23:02:30

56.5748

-156.5

2005-04-10 06:05:00

8

2005-05

trajectory

60.1177

-148.503

2005-05-03 14:45:00

57.7868

-152.862

2005-05-02 05:21:30

9

2005-06

trajectory

60.1188

-148.5

2005-06-30 22:57:00

56.571

-156.499

2005-06-08 07:34:00

10

2005-07

trajectory

60.1189

-148.501

2005-07-31 21:15:00

56.5743

-156.499

2005-07-01 02:53:00

11

2005-08

trajectory

60.1189

-148.502

2005-08-31 15:50:30

56.5715

-156.5

2005-08-01 02:19:30

12

2005-09

trajectory

60.1181

-148.5

2005-09-30 21:57:00

57.7867

-153.652

2005-09-01 02:24:00

13

2005-10

trajectory

59.6026

-151.402

2005-10-31 20:12:30

56.5791

-156.499

2005-10-01 05:43:30

14

2005-11

trajectory

59.6424

-148.501

2005-11-16 20:41:00

57.7392

-153.482

2005-11-01 03:23:00

15

2006-05

trajectory

59.6026

-151.402

2006-05-31 19:36:00

56.5758

-156.499

2006-05-10 18:07:30

16

2006-06

trajectory

59.6025

-151.399

2006-06-29 14:32:30

56.5748

-156.5

2006-06-01 01:17:30

17

2006-07

trajectory

59.6026

-151.401

2006-07-31 23:59:30

56.5737

-156.5

2006-07-03 15:46:30

18

2006-08

trajectory

59.6026

-151.402

2006-08-31 15:59:00

56.5754

-156.499

2006-08-01 00:00:00

19

2006-09

trajectory

59.6026

-151.401

2006-09-30 23:59:30

56.5728

-156.5

2006-09-01 02:21:30

20

2006-10

trajectory

59.6025

-151.402

2006-10-31 22:25:30

56.5831

-156.499

2006-10-01 00:00:00

21

2006-11

trajectory

59.6171

-151.312

2006-11-30 22:14:30

57.7867

-153.477

2006-11-01 03:21:30

22

2006-12

trajectory

59.6059

-151.397

2006-12-31 22:20:30

57.7867

-153.474

2006-12-01 03:20:30

23

2007-01

trajectory

59.6025

-151.404

2007-01-09 15:59:00

57.7825

-153.466

2007-01-01 03:16:30

24

2007-02

trajectory

60.0381

-149.364

2007-02-28 17:05:30

57.7867

-153.473

2007-02-19 09:45:30

25

2007-03

trajectory

59.6731

-151.208

2007-03-31 23:59:30

57.7867

-153.476

2007-03-01 07:18:00

26

2007-04

trajectory

59.606

-151.383

2007-04-30 20:17:00

56.5775

-156.5

2007-04-01 00:00:00

27

2007-05

trajectory

59.6031

-151.381

2007-05-31 14:06:30

56.576

-156.5

2007-05-01 02:42:00

28

2007-06

trajectory

59.6027

-151.398

2007-06-28 13:59:00

56.5686

-156.499

2007-06-04 21:42:30

29

2007-07

trajectory

59.6025

-151.402

2007-07-31 21:53:00

56.5734

-156.5

2007-07-02 23:08:00

30

2007-08

trajectory

59.6025

-151.402

2007-08-31 20:30:00

56.5765

-156.5

2007-08-03 16:07:30

31

2007-09

trajectory

59.6025

-151.401

2007-09-20 07:59:30

56.5883

-156.47

2007-09-01 02:26:30

32

2007-10

trajectory

58.7303

-152.031

2007-10-01 11:59:30

58.5607

-152.12

2007-10-01 11:09:00

33

2008-03

trajectory

60.8142

-148.5

2008-03-31 21:55:30

57.7867

-152.862

2008-03-10 18:07:00

34

2008-04

trajectory

60.8159

-148.5

2008-04-30 22:05:30

57.7867

-152.863

2008-04-01 19:10:00

35

2008-05

trajectory

59.6026

-151.402

2008-05-29 14:11:30

56.5747

-156.499

2008-05-01 04:51:30

36

2008-06

trajectory

59.6025

-151.401

2008-06-30 23:59:30

56.5788

-156.499

2008-06-03 00:14:30

37

2008-07

trajectory

59.6024

-151.4

2008-07-31 21:23:00

56.5796

-156.5

2008-07-01 00:00:00

38

2008-08

trajectory

59.6041

-151.402

2008-08-31 21:13:00

56.5749

-156.499

2008-08-01 02:22:00

39

2008-09

trajectory

59.6025

-151.401

2008-09-30 21:24:30

57.7867

-153.462

2008-09-01 02:20:00

40

2008-10

trajectory

59.6026

-151.402

2008-10-31 20:22:30

56.5799

-156.498

2008-10-01 02:21:00

41

2008-11

trajectory

59.6023

-151.402

2008-11-05 17:08:30

57.7868

-152.862

2008-11-01 02:31:30

cat = intake.open_catalog(chr.CAT_NAME("ctd_towed_ferry_noaa_pmel"))

Map of Towed CTD Paths#

getattr(chr.src.plot_dataset_on_map, "ctd_towed_ferry_noaa_pmel")("ctd_towed_ferry_noaa_pmel")
    
../../../_images/9f38e1004aa7e6b64b4900483f3f3321719e09c7d22099d5a49c04baebba4d78.png

2004#

2004-09

cat['2004-09'].plot.salt() + cat['2004-09'].plot.temp()

2004-10

cat['2004-10'].plot.salt() + cat['2004-10'].plot.temp()

2004-11

cat['2004-11'].plot.salt() + cat['2004-11'].plot.temp()

2004-12

cat['2004-12'].plot.salt() + cat['2004-12'].plot.temp()

2005#

2005-01

cat['2005-01'].plot.salt() + cat['2005-01'].plot.temp()

2005-02

cat['2005-02'].plot.salt() + cat['2005-02'].plot.temp()

2005-03

cat['2005-03'].plot.salt() + cat['2005-03'].plot.temp()

2005-04

cat['2005-04'].plot.salt() + cat['2005-04'].plot.temp()

2005-05

cat['2005-05'].plot.salt() + cat['2005-05'].plot.temp()

2005-06

cat['2005-06'].plot.salt() + cat['2005-06'].plot.temp()

2005-07

cat['2005-07'].plot.salt() + cat['2005-07'].plot.temp()

2005-08

cat['2005-08'].plot.salt() + cat['2005-08'].plot.temp()

2005-09

cat['2005-09'].plot.salt() + cat['2005-09'].plot.temp()

2005-10

cat['2005-10'].plot.salt() + cat['2005-10'].plot.temp()

2005-11

cat['2005-11'].plot.salt() + cat['2005-11'].plot.temp()

2006#

2006-05

cat['2006-05'].plot.salt() + cat['2006-05'].plot.temp()

2006-06

cat['2006-06'].plot.salt() + cat['2006-06'].plot.temp()

2006-07

cat['2006-07'].plot.salt() + cat['2006-07'].plot.temp()

2006-08

cat['2006-08'].plot.salt() + cat['2006-08'].plot.temp()

2006-09

cat['2006-09'].plot.salt() + cat['2006-09'].plot.temp()

2006-10

cat['2006-10'].plot.salt() + cat['2006-10'].plot.temp()

2006-11

cat['2006-11'].plot.salt() + cat['2006-11'].plot.temp()

2006-12

cat['2006-12'].plot.salt() + cat['2006-12'].plot.temp()

2007#

2007-01

cat['2007-01'].plot.salt() + cat['2007-01'].plot.temp()

2007-02

cat['2007-02'].plot.salt() + cat['2007-02'].plot.temp()

2007-03

cat['2007-03'].plot.salt() + cat['2007-03'].plot.temp()

2007-04

cat['2007-04'].plot.salt() + cat['2007-04'].plot.temp()

2007-05

cat['2007-05'].plot.salt() + cat['2007-05'].plot.temp()

2007-06

cat['2007-06'].plot.salt() + cat['2007-06'].plot.temp()

2007-07

cat['2007-07'].plot.salt() + cat['2007-07'].plot.temp()

2007-08

cat['2007-08'].plot.salt() + cat['2007-08'].plot.temp()

2007-09

cat['2007-09'].plot.salt() + cat['2007-09'].plot.temp()

2007-10

cat['2007-10'].plot.salt() + cat['2007-10'].plot.temp()

2008#

2008-03

cat['2008-03'].plot.salt() + cat['2008-03'].plot.temp()

2008-04

cat['2008-04'].plot.salt() + cat['2008-04'].plot.temp()

2008-05

cat['2008-05'].plot.salt() + cat['2008-05'].plot.temp()

2008-06

cat['2008-06'].plot.salt() + cat['2008-06'].plot.temp()

2008-07

cat['2008-07'].plot.salt() + cat['2008-07'].plot.temp()

2008-08

cat['2008-08'].plot.salt() + cat['2008-08'].plot.temp()

2008-09

cat['2008-09'].plot.salt() + cat['2008-09'].plot.temp()

2008-10

cat['2008-10'].plot.salt() + cat['2008-10'].plot.temp()

2008-11

cat['2008-11'].plot.salt() + cat['2008-11'].plot.temp()